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You don't need a CS degree, but you do need seven mental shortcuts for when your app has a list, a form, or a modal. Here they are. If you name them, you can ask AI to build them correctly.
Most apps are the same seven patterns repeated. If you name them, you can ask AI to build them correctly. If you don't, you get pretty demos that fall apart the moment a real user touches them.
| State | What the user sees | AI prompt hint |
|---|---|---|
| Loading | A skeleton or spinner | Show Skeleton rows while fetching |
| Empty | A friendly prompt to create the first item | If the list is empty, show a CTA not a blank screen |
| Error | A clear message and a retry button | On fetch error, show an error component with a Retry button |
Build a list of journal entries.
Include all three states:
- Loading: six gray skeleton rows
- Empty: a small illustration + Write your first entry button
- Error: a friendly message + Try again
Each row shows: date, first 80 chars of entry, Edit and Delete buttons.
Delete should be optimistic — disappear instantly, undo toast for 5 seconds.A prompt that bakes the seven patterns into a single feature. The result feels ten times more finished.The big idea: you don't need to memorize code, but you do need to name these seven patterns. Name them in your prompts and your AI-built apps will feel handmade.
15 questions · take it digitally for instant feedback at tendril.neural-forge.io/learn/quiz/end-vibecoder-design-patterns-you-actually-need
A user visits a page that displays a list of products, but the data is still loading from the server. Which UI element should appear to indicate this loading process?
What is the primary purpose of an 'empty state' in a list interface?
What does 'optimistic update' mean in UI design?
What is the function of an 'auth gate' in an application?
A user clicks delete on an item. What does the lesson recommend to prevent breaking user trust?
Why is it important to specify loading, empty, and error states when prompting an AI to build a list?
What is the 'detail' pattern used for in application design?
Which pattern would you use when you need quick actions without navigating away from the current page?
What is the relationship between naming design patterns and working with AI coding tools?
What should appear when a fetch request fails in a list interface?
What does the 'search and filter' pattern enable users to do?
The lesson compares three states for a list: Loading, Empty, and Error. What does the 'Loading' state use as its visual representation?
What is the main risk of building an app with only the 'happy path' in mind?
Which of the following is NOT one of the seven patterns covered in the lesson?
The lesson mentions shadcn/ui gallery, Vercel's design system, and Refactoring UI as resources. What is the common purpose of these resources?